AIRS: Explanation for Deep Reinforcement Learning based Security Applications

Keyphrases

• Security Applications 100%
• Learning-based 100%
• Deep Reinforcement Learning (deep RL) 100%
• Deep Reinforcement Learning Algorithm 100%
• Explainability 50%
• Model Decision 50%
• Machine Learning Techniques 25%
• Model Failure 25%
• Broad Adoption 25%
• Malware 25%
• Reinforcement Learning Agent 25%
• Reward Design 25%
• Interpretable Deep Learning 25%
• Explanation Fidelity 25%
• Security-critical 25%

Computer Science

• Security Application 100%
• Deep Reinforcement Learning 100%
• Decision Model 25%
• Model Failure 12%
• Malware 12%
• Learning Agent 12%
• Critical Application 12%
• Blockchain 12%
• Learning System 12%
• Machine Learning 12%